Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.148828 0.162912 0.178216 0.196164 0.216741 0.239722 0.267511
2025-04-27 0.129905 0.150300 0.174293 0.204992 0.243808 0.292070 0.357965
2025-05-04 0.117230 0.141144 0.170967 0.211759 0.267551 0.343517 0.459250
2025-05-11 0.107674 0.133667 0.167594 0.216569 0.288115 0.393610 0.571549
2025-05-18 0.098457 0.125098 0.161110 0.215356 0.298969 0.430858 0.674430
2025-05-25 0.088707 0.114596 0.150485 0.206264 0.295787 0.444599 0.740420
2025-06-01 0.082058 0.107667 0.144026 0.202260 0.299505 0.469920 0.835863
2025-06-08 0.077279 0.102908 0.140137 0.201537 0.308191 0.505459 0.965363
2025-06-15 0.073709 0.099556 0.137942 0.203096 0.320828 0.551033 1.137398
2025-06-22 0.068146 0.092817 0.129940 0.194049 0.312724 0.552982 1.201179
2025-06-29 0.063714 0.087492 0.123734 0.187398 0.308124 0.561338 1.286970
2025-07-06 0.060162 0.083285 0.118984 0.182780 0.306766 0.576534 1.401215
2025-07-13 0.058586 0.082107 0.119137 0.187088 0.324338 0.641113 1.720634
2025-07-20 0.057569 0.081744 0.120607 0.194007 0.348740 0.730829 2.217286
2025-07-27 0.056424 0.081086 0.121505 0.199936 0.372188 0.827008 2.863999
2025-08-03 0.055094 0.080026 0.121604 0.204291 0.392930 0.924078 3.675242
2025-08-10 0.053019 0.077603 0.119115 0.203153 0.400331 0.983281 4.381278
2025-08-17 0.050033 0.073500 0.113363 0.194762 0.388380 0.974858 4.610161
2025-08-24 0.047938 0.070805 0.109997 0.191065 0.387925 1.006838 5.239321
2025-08-31 0.046415 0.069007 0.108148 0.190396 0.395303 1.070542 6.338011
2025-09-07 0.045279 0.067811 0.107322 0.191836 0.408636 1.163571 8.119274
2025-09-14 0.042944 0.064435 0.102239 0.183477 0.393480 1.135617 8.302577
2025-09-21 0.041021 0.061712 0.098265 0.177322 0.383899 1.129286 8.836527